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Szu-Yu Chou

3 accepted papers

2021

Litesing: Towards Fast, Lightweight and Expressive Singing Voice Synthesis

ICASSP 2021accepted

LiteSing proposed in this paper is a high-quality singing voice synthesis (SVS) system, which is fast, lightweight and expressive. This model mainly stacks several non-autoregressive WaveNet blocks in the encoder and decoder under a generative adversarial architecture, predicts full conditions from…

Cited by 0SourceScholar
2019

Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition

ICASSP 2019accepted

In this paper, we introduce a novel attentional similarity module for the problem of few-shot sound recognition. Given a few examples of an unseen sound event, a classifier must be quickly adapted to recognize the new sound event without much fine-tuning. The proposed attentional similarity module c…

Cited by 0SourceScholar
2017

Revisiting the problem of audio-based hit song prediction using convolutional neural networks

ICASSP 2017accepted

Being able to predict whether a song can be a hit has important applications in the music industry. Although it is true that the popularity of a song can be greatly affected by external factors such as social and commercial influences, to which degree audio features computed from musical signals (wh…

Cited by 0SourceScholar